EEE 507: Multidimensional Signal Processing, Fall 2005

Course

Basics

Prerequisite:

EEE407 Digital Signal Processing or equivalent

Objectives:

This is an advanced graduate level course on multidimensional signal processing, focusing on the differences and similarities between the one-dimensional and multidimensional cases. Students will be able to design algorithms and implement systems to analyze multidimensional signals, with application in image and array signal processing.

Time:

MW 10:40−11:55  am

Venue:

BAC 328

Instructor:

Prof. Gang Qian
Office: GWC 454
email:gang.qian@asu.edu
Tel: (480) 965-3704 and (480)727-8742
Fax: (480) 965-0961

Office hrs:

Wednesdays, 2:30−4:30pm

Reference:

Dudgeon and Mersereau, Multidimensional Digital Signal Processing, Prentice-Hall, 1984

(available now at ASU Bookstore)

Websites:

http://www.public.asu.edu/~gqian/EEE507.html

Please check the related ASU Blackboard system for the most updated course information.

Tentative

Course Contents

，         Introduction to multidimensional signals and systems

，         Discrete Fourier analysis of multidimensional signals

，         Design and implementation of 2D FIR and IIR filters

，         Processing of Propagating Space-Time Signals

 

Homework and Projects

Homework will be assigned approximately once two weeks and will be due in two weeks.  Please turn in your homework before class on the due date. No late homework will be accepted.  There will be a number of projects, which are interesting and helpful for you to understand the course materials. Students will be expected to code using Matlab. The projects will be assigned according to the course progress.

Exams

There will be one close-book midterm and one close-book final exam. No make-up exams will be granted, except approved by the instructor at least two weeks in advance prior to the exam date or in the case of a legitimate unforeseen emergency.

 

To on-line students: Please give your original exam copy to your assigned proctor by the end of the allowed time period. Your assigned proctor needs to time-stamp the submitted exam and needs to fax it to the ASU DLT office immediately after your exam is submitted. The proctor should also mail back the original submitted exam to the ASU DLT office. Students who cannot take an exam on the specified date should contact the instructor as soon as possible and at least two weeks prior to the specified date for that exam.

 

Grading

，         Homework 15%

，         Projects 20%

，         Participation 5%

，         Midterm 25%, Monday Oct 10th, 10:40−11:55  am

，         Final 35%, Monday, Dec 12th ,12:20-2:10 pm